Wissenschaftliches Seminar
| Termin / Date | Name | Thema / Topic | Organization / Organisation | Anmerkung / Remark |
|---|---|---|---|---|
| 21.04.2021 - 10:00 Uhr | - | Variational Autoencoder 1 | Journal-Club / Book Club | Chapter 1 (Introduction) von Diederik P. Kingma and Max Welling (2019), “An Introduction to Variational Autoencoders” |
| 05.05.2021 - 10:00 Uhr | - | Variational Autoencoder 2 | Journal-Club / Book Club | Chapter 2 von Diederik P. Kingma and Max Welling (2019), “An Introduction to Variational Autoencoders” - Implementierung mit Pyro |
| 26.05.2021 - 10:00 Uhr | - | Semi-supervised Learning with Variational Autoencoder | Journal-Club / Book Club | Diederik P. Kingma et. al, “Semi-supervised Learning with Deep Generative Models” - - Implementierung mit Pyro |
| 09.06.2021 - 10:00 Uhr | - | Semi-supervised Learning with Variational Autoencoder - Implementierung | Journal-Club / Book Club | Implementierung mit Pyro, weitere Implementierungen |
| 23.06.2021 - 10:00 Uhr | - | PAWS: Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples | Journal-Club / Book Club | https://arxiv.org/abs/2104.13963 https://ai.facebook.com/blog/dino-paws-computer-vision-with-self-supervised-transformers-and-10x-more-efficient-training/ |
| 07.07.2021 - 10:00 Uhr | - | J-B. Grill et al, BYOL: Bootstrap your own latent | Journal-Club / Book Club | https://arxiv.org/abs/2006.07733 |
